{"id":"W2013742779","doi":"10.1097/nen.0b013e31827bced3","title":"Diffusely Abnormal White Matter in Multiple Sclerosis: Further Histologic Studies Provide Evidence for a Primary Lipid Abnormality With Neurodegeneration","year":2012,"lang":"en","type":"article","venue":"Journal of Neuropathology & Experimental Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia; Vancouver General Hospital","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Luxol fast blue stain; Myelin; White matter; Multiple sclerosis; Pathology; Proteolipid protein 1; Hyperintensity; Myelin basic protein; Biology; Medicine; Magnetic resonance imaging; Endocrinology; Central nervous system; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004707645,0.0004113865,0.0003170381,0.001148143,0.0002162249,0.0002677865,0.0001805991,0.0003152009,0.00247832],"category_scores_gemma":[0.0004358615,0.0001669333,0.0001606954,0.0006036907,0.0004934545,0.0003781886,0.0003761655,0.0002610569,0.0006910053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413493,"about_ca_system_score_gemma":0.0002349144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007690566,"about_ca_topic_score_gemma":0.001399912,"domain_scores_codex":[0.9998299,0.00001991575,0.00002537167,0.00004310125,0.00005575759,0.00002593209],"domain_scores_gemma":[0.9996601,0.00002589519,0.00008687134,0.0000429247,0.0001076201,0.00007652622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001221743,0.0001494338,0.09624733,0.0003336382,0.00009332023,0.003619493,0.0002051134,0.00005411267,0.882421,0.00009732564,0.0001409175,0.01541663],"study_design_scores_gemma":[0.00005777479,0.001851993,0.8647835,0.00005931264,0.000220504,0.02361609,0.000368022,0.0003744333,0.1054266,0.0002612473,0.002965417,0.00001513088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934402,0.003385699,0.001271195,0.00004465635,0.00001208635,0.00004159513,0.0001802291,0.0000470677,0.001577158],"genre_scores_gemma":[0.9938502,0.001883182,0.002363804,0.0000478238,0.00002486849,0.00002991419,0.0003517969,0.000015738,0.001432661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00247832,"threshold_uncertainty_score":0.008290827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499705737146719,"score_gpt":0.3492263458350401,"score_spread":0.1992557721203682,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}